Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "127" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 227 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 219 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_18340/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.068856 | -0.416255 | 2.804788 | 3.577862 | 2.363927 | 1.513222 | 2.333101 | 3.029964 | 0.7769 | 0.7866 | 0.2428 | 18.735436 | 18.740453 |
| 2459593 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.204034 | 1.241213 | 4.769162 | 4.061076 | 1.241730 | 0.856513 | 0.340713 | -0.093510 | 0.7033 | 0.6954 | 0.2374 | 7.007607 | 6.979126 |
| 2459592 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.088119 | -1.237063 | 0.738855 | -0.022318 | -0.015193 | -0.111593 | 1.928979 | -0.098137 | 0.0322 | 0.0569 | 0.0016 | nan | nan |
| 2459591 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 342.640424 | 348.267674 | inf | inf | 30.838169 | 74.885076 | 147.326703 | 876.656616 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459590 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.537193 | -0.054179 | 4.713028 | 4.504104 | 4.124894 | 2.194529 | 0.156479 | -0.272072 | 0.6426 | 0.6529 | 0.3389 | 7.252952 | 7.360872 |
| 2459589 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.908970 | 0.073463 | 3.501636 | 3.784605 | 0.719004 | 1.053127 | 1.247099 | 0.875375 | 0.6918 | 0.6912 | 0.2672 | 8.498757 | 8.140879 |
| 2459588 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.219215 | -1.166853 | 5.641996 | 5.128245 | 0.890221 | 0.890399 | 0.671591 | 0.305079 | 0.7427 | 0.7249 | 0.2191 | 12.118937 | 10.976174 |
| 2459587 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 1.182735 | -0.171437 | 9.418462 | 7.857039 | 7.524165 | 7.460046 | 4.096835 | 5.275808 | nan | nan | nan | 15.270997 | 17.065801 |
| 2459586 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.081234 | -0.119821 | 0.876696 | 0.346198 | 3.254636 | 0.415062 | 0.072102 | -0.249566 | 0.6485 | 0.6566 | 0.3248 | 5.815767 | 5.474717 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 7.561806 | 1.678664 | 3.950514 | 1.494215 | 1.361210 | -0.581684 | 4.113567 | 0.484272 | 0.0342 | 0.0643 | 0.0018 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.733559 | 1.460327 | 20.796034 | 11.958133 | 51.583594 | 47.130074 | -0.594687 | -0.521512 | 0.5718 | 0.5900 | 0.3364 | 9.107029 | 8.971633 |
| 2459583 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.962112 | 1.420851 | 19.453321 | 15.082345 | -0.149437 | -0.042382 | -0.359970 | -0.206289 | 0.6072 | 0.6358 | 0.3484 | 4.686372 | 5.375929 |
| 2459582 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.851590 | 1.181806 | 17.223226 | 13.722182 | -0.614103 | 0.011614 | -0.435905 | -0.190844 | 0.6141 | 0.6404 | 0.3531 | 4.244740 | 5.118975 |
| 2459581 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.689717 | 1.840436 | 19.772353 | 15.024572 | -0.603041 | 0.269893 | -0.199985 | -0.162920 | 0.6106 | 0.6374 | 0.3598 | 4.035436 | 5.317823 |
| 2459580 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.996111 | 1.179439 | 19.658252 | 15.476699 | -0.754073 | 0.296254 | -0.595316 | -0.302936 | 0.6201 | 0.6451 | 0.3518 | 5.441030 | 6.254196 |
| 2459579 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.033033 | 1.337909 | 22.611740 | 18.160118 | -0.263530 | 0.151175 | 0.216940 | 0.556947 | 0.6130 | 0.6392 | 0.3571 | 5.440810 | 6.065260 |
| 2459578 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.300039 | 0.232056 | 2.239789 | 1.370331 | -0.218782 | -0.032470 | -0.611926 | -0.517886 | 0.0376 | 0.0698 | 0.0034 | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.763591 | 2.134933 | 18.241886 | 14.126461 | -0.469908 | 1.066408 | -0.379426 | -0.142024 | 0.6102 | 0.6352 | 0.3575 | 4.006339 | 5.584165 |
| 2459576 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.375843 | 1.670217 | 14.223307 | 11.304402 | 0.025426 | 1.597289 | 0.098319 | 0.398022 | 0.6445 | 0.6666 | 0.3538 | 6.544255 | 7.720441 |
| 2459575 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.539196 | -0.704374 | 13.737071 | 10.971319 | 17.210804 | 11.614783 | 28.410329 | 18.341494 | 0.7265 | 0.7451 | 0.2921 | 8.375953 | 11.497434 |
| 2459574 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.756877 | 0.358521 | 13.785870 | 10.871035 | -0.348220 | 0.984000 | 0.870186 | -0.085388 | 0.6433 | 0.6704 | 0.3514 | 4.441426 | 5.489216 |
| 2459573 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.990223 | 1.144110 | 24.370674 | 19.019627 | -0.662276 | 0.328553 | -0.191751 | 0.523436 | 0.6276 | 0.6586 | 0.3571 | 5.663562 | 6.270539 |
| 2459572 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.721214 | 1.240545 | 13.719809 | 10.829631 | -0.460694 | 0.334519 | 0.678864 | 1.327666 | 0.6345 | 0.6598 | 0.3566 | 6.093407 | 7.880881 |
| 2459571 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 131.421660 | 302.379532 | inf | inf | 239448.175356 | -632564.694164 | 132048.846625 | -348878.114600 | nan | nan | nan | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.699802 | 0.138196 | 15.773667 | 12.523260 | 25.917641 | 17.788675 | 24.671735 | 19.883530 | 0.7392 | 0.7536 | 0.2129 | 6.329048 | 6.548850 |
| 2459566 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.838786 | 0.172262 | 18.421052 | 14.303359 | -0.544327 | 0.705871 | -0.504953 | -0.374415 | 0.6267 | 0.6546 | 0.3690 | 4.200691 | 4.990803 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 1.059218 | 1.059218 | 0.968690 | 0.968690 | -0.627210 | -0.627210 | -0.758470 | -0.758470 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459563 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.994327 | 0.016506 | 5.204879 | 4.319251 | 2.753200 | 0.427774 | 3.493725 | 0.063560 | 0.6689 | 0.6798 | 0.3637 | 5.031909 | 5.448128 |
| 2459562 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.849759 | 0.781782 | 9.551637 | 7.512850 | 0.180372 | 0.745592 | 1.836039 | 1.029094 | 0.6399 | 0.6690 | 0.3619 | 3.267389 | 4.082239 |
| 2459561 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.740155 | 0.381252 | 9.321560 | 7.234955 | -0.088009 | 0.644796 | 2.568386 | 1.052695 | 0.6421 | 0.6766 | 0.3589 | 3.186831 | 3.988602 |
| 2459560 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.001097 | 0.510298 | 9.557798 | 7.285645 | 0.611859 | 0.552234 | 1.722518 | 0.372865 | 0.6328 | 0.6623 | 0.3713 | 3.403944 | 3.877009 |
| 2459559 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.102954 | 1.038316 | 10.042267 | 7.723643 | 0.942319 | 0.625541 | 1.672595 | 0.843437 | 0.6407 | 0.6689 | 0.3547 | 3.071330 | 3.527513 |
| 2459558 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.690990 | 0.080915 | 19.525978 | 15.372847 | -0.450777 | 0.341883 | 0.545005 | 0.543341 | 0.6378 | 0.6680 | 0.3636 | 5.924657 | 7.182589 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0349 | 0.0727 | 0.0031 | nan | nan |
| 2459556 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.844224 | 0.485340 | 20.685695 | 16.539470 | 0.361093 | 1.140407 | 2.637468 | 2.320045 | 0.6368 | 0.6626 | 0.3626 | 5.590863 | 6.678217 |
| 2459554 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6471 | 0.6711 | 0.3722 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6481 | 0.6708 | 0.3694 | nan | nan |
| 2459552 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.117472 | 0.911193 | 27.253697 | 20.966988 | -0.179466 | 0.523634 | 1.344937 | 0.514108 | 0.6503 | 0.6729 | 0.3686 | 4.118525 | 4.972133 |
| 2459551 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.750315 | 0.493487 | 11.162692 | 8.712170 | 0.851135 | 0.781699 | 0.686591 | 0.827407 | 0.6367 | 0.6647 | 0.3691 | 3.432194 | 4.056156 |
| 2459550 | RF_maintenance | - | 99.18% | 99.18% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0456 | 0.0651 | 0.0027 | nan | nan |
| 2459549 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.918255 | 0.075840 | 20.957009 | 16.288609 | 0.493912 | 0.592368 | 1.009893 | 0.302702 | 0.6380 | 0.6701 | 0.3752 | 3.914662 | 4.643179 |
| 2459542 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.156570 | 0.689582 | 11.523882 | 9.573148 | 9.315451 | 8.086110 | -0.308313 | -0.042178 | 0.7328 | 0.7412 | 0.3356 | 4.548824 | 4.705219 |
| 2459541 | RF_maintenance | 100.00% | 1.34% | 1.79% | 0.00% | 100.00% | 0.00% | 0.696748 | -0.421868 | 22.885567 | 18.088820 | 51.716120 | 40.002960 | 25.158375 | 20.608462 | 0.7070 | 0.7167 | 0.3063 | 4.512055 | 5.577953 |
| 2459540 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.095379 | 0.572532 | 9.748168 | 7.640685 | 0.009952 | 0.044316 | 1.323877 | 2.029778 | 0.7020 | 0.7219 | 0.3192 | 3.361389 | 4.250024 |
| 2459536 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.361789 | 2.125702 | 34.812761 | 27.186078 | 0.442328 | 3.050319 | 0.623865 | 0.489983 | 0.1125 | 0.0972 | 0.0183 | 0.000000 | 0.000000 |
| 2459535 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.831888 | 0.364258 | 9.093707 | 7.023454 | 1.364405 | -0.283942 | 1.234341 | 0.058956 | 0.1120 | 0.1007 | 0.0179 | 0.000000 | 0.000000 |
| 2459534 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.605081 | 0.044464 | 8.771813 | 6.699298 | -0.950946 | -0.310077 | -0.042476 | -0.284448 | 0.1258 | 0.1096 | 0.0240 | 7.940397 | 5.656153 |
| 2459533 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.298036 | 0.365320 | 20.161561 | 15.628906 | 0.208688 | 0.753981 | -0.065221 | 0.175928 | 0.1165 | 0.1066 | 0.0248 | -0.000000 | -0.000000 |
| 2459532 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.293655 | 0.764113 | 26.801813 | 21.211413 | 1.134793 | 0.822823 | -0.177890 | -0.040813 | 0.1135 | 0.1033 | 0.0227 | 0.000000 | 0.000000 |
| 2459530 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.245701 | 0.591035 | 8.495676 | 6.646354 | 0.127705 | 0.495504 | 0.359508 | 0.104304 | 0.1229 | 0.1064 | 0.0274 | 0.000000 | 0.000000 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.182697 | 2.531669 | 28.022542 | 21.026713 | 4.183861 | 7.691375 | -0.284542 | 0.045715 | 0.8958 | 0.9377 | 0.2964 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 3.163848 | -0.024941 | 30.010207 | 23.053955 | 2.608058 | 1.316353 | 1.198791 | 1.383233 | nan | nan | nan | 11.779772 | 10.067361 |
| 2459522 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.108414 | 1.727161 | 28.180282 | 21.923139 | 0.187747 | 8.003207 | 0.812506 | 0.499917 | 0.6385 | 0.7109 | 0.3399 | 0.000000 | 0.000000 |
| 2459513 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.101989 | 0.340538 | 2.289758 | 1.732584 | -0.745667 | 0.044713 | -1.136457 | -0.669414 | 0.0449 | 0.0680 | 0.0057 | nan | nan |
| 2459508 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.991581 | 4.642660 | 24.062568 | 17.138103 | 16.098388 | 11.277381 | 29.711922 | 25.773066 | 0.9169 | 0.9632 | 0.1567 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.473119 | 1.026607 | 24.229127 | 19.537876 | 0.605927 | 4.571948 | 0.197482 | 0.856184 | 0.8805 | 0.8711 | 0.1865 | 19.741740 | 27.501266 |
| 2459503 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.728271 | 12.158579 | 34.361208 | 25.052370 | 24.858853 | 27.119578 | 2.484692 | 2.538097 | 0.8732 | 0.8738 | 0.4506 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.418417 | 8.767170 | 26.400117 | 19.178285 | 6.802414 | 10.541397 | 0.514079 | 0.291725 | 0.8770 | 0.9166 | 0.3528 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.032416 | 11.496623 | 29.716840 | 20.693986 | 12.556823 | 15.832822 | 0.267557 | 0.416219 | 0.8862 | 0.9142 | 0.3443 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.602365 | 13.614197 | 37.152586 | 25.843739 | 14.477832 | 17.535432 | 3.605394 | 5.942056 | 0.9046 | 0.9462 | 0.1692 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.614900 | 15.162861 | 31.606892 | 22.189845 | 15.720619 | 18.042003 | 2.876705 | 3.181163 | 0.8950 | 0.9183 | 0.3702 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.548050 | 19.194139 | 33.767828 | 23.897221 | 20.829685 | 23.204447 | 2.277454 | 2.596560 | 0.8974 | 0.9358 | 0.3329 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 20.738246 | 19.569395 | 31.719439 | 22.287730 | 18.076129 | 20.373811 | 2.062794 | 1.782222 | 0.9189 | 0.9305 | 0.3398 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 17.043354 | 15.891344 | 29.488965 | 20.368637 | 15.440867 | 17.119407 | 2.243470 | 2.243839 | 0.9166 | 0.9267 | 0.3667 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.734940 | 15.839402 | 33.217872 | 22.576123 | 14.726203 | 18.261294 | 7.611437 | 5.516824 | 0.9046 | 0.9170 | 0.3793 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.125848 | 2.149063 | 28.567680 | 22.821880 | 2.540646 | 1.826526 | 7.571189 | 3.768335 | 0.7507 | 0.8077 | 0.2886 | 6.917918 | 7.014571 |
| 2459491 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.474837 | 3.524509 | 30.342925 | 24.480289 | 0.206408 | 5.445045 | 3.447185 | 3.616469 | 0.7899 | 0.8204 | 0.2327 | 2.708469 | 2.538299 |
| 2459490 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.673630 | 3.347553 | 31.047570 | 24.659688 | 0.053329 | 2.770465 | 3.689543 | 3.074126 | 0.7399 | 0.8032 | 0.3416 | 5.902726 | 5.702995 |
| 2459489 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.446720 | 2.557327 | 29.072836 | 23.475823 | 1.062883 | 3.728557 | 5.369380 | 2.778826 | 0.7551 | 0.8072 | 0.2899 | 6.128271 | 5.748977 |
| 2459488 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.039637 | 1.424034 | 25.367095 | 20.090118 | 2.404290 | 3.917956 | 3.720407 | 4.205441 | 0.7529 | 0.8091 | 0.3184 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Power | 1.182732 | 0.231944 | 0.252203 | -0.127262 | 1.182732 | 0.067788 | 0.585863 | 1.045944 | 0.524710 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 16.382511 | 0.605143 | 1.224199 | 3.778423 | 2.778751 | 16.304419 | 16.382511 | -0.047385 | 0.788952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Power | 2.211315 | 0.141934 | 0.392653 | 0.362435 | 2.211315 | 0.798022 | 1.039064 | 1.770676 | 0.497745 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Power | 2.121588 | -0.021663 | -0.141740 | 2.121588 | -0.303682 | 0.367628 | 0.104714 | 0.037663 | 1.448334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 2.964485 | 0.810089 | 0.987733 | 2.009570 | 2.943528 | 2.201283 | 2.964485 | 2.152823 | 1.392065 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 1.780332 | 0.400491 | 0.945928 | 0.864851 | 1.046862 | 0.975652 | 0.697059 | 1.020058 | 1.780332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 1.363775 | 0.934314 | 0.792453 | 1.145966 | 0.994658 | 1.037774 | 1.128778 | 1.363775 | 1.231362 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Power | 2.565456 | 0.976216 | 1.776492 | 1.778080 | 2.565456 | 2.037618 | 1.507283 | 0.611851 | 0.392128 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 2.910573 | 0.974783 | 1.432795 | 2.238717 | 2.829281 | 2.860627 | 2.910573 | 1.035581 | 0.487809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Power | 2.678641 | 1.334582 | 1.014391 | 2.678641 | 2.133149 | 1.776702 | 2.489450 | 1.252300 | 1.790477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 1.725578 | 1.031695 | 1.323653 | 1.192275 | 1.211925 | 1.498129 | 1.674336 | 1.042286 | 1.725578 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 1.993538 | 1.005011 | 0.780988 | 1.168190 | 1.204280 | 1.471675 | 1.993538 | 1.668218 | 0.770195 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Power | 3.723497 | 0.623009 | 1.453346 | 2.665809 | 3.723497 | 2.695504 | 0.629319 | 2.524488 | 1.425604 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Discontinuties | 5.745585 | 1.671719 | 1.128776 | 1.978553 | 1.148316 | 5.169349 | 2.000063 | 5.745585 | 3.674417 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 3.091307 | 0.454453 | 1.079943 | 1.681727 | 2.525662 | 3.091307 | 1.966953 | 2.422659 | 1.991913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 4643.922272 | 89.030686 | 119.771369 | 173.580920 | 182.833979 | 288.640862 | 349.922845 | 4350.702661 | 4643.922272 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 1.022717 | 0.244557 | 0.579177 | 0.566329 | 0.628838 | 0.694964 | 0.538447 | 0.536903 | 1.022717 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 1.055200 | 0.135962 | 0.319199 | 0.838141 | 0.963377 | 0.691600 | 1.055200 | 1.007062 | 0.565015 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 2.622551 | 1.113706 | 0.557456 | 1.376331 | 1.218375 | 1.746683 | 0.873878 | 0.544147 | 2.622551 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 2.197375 | 0.724770 | 0.635180 | 1.021951 | 1.079603 | 0.509788 | 0.989008 | 1.151988 | 2.197375 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 4.944691 | 1.247388 | 1.447238 | 1.393041 | 1.475969 | 2.622460 | 2.036649 | 4.944691 | 2.190755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 6.296002 | 1.542923 | 0.818787 | 4.058443 | 2.298012 | 1.526895 | 4.052433 | 1.947099 | 6.296002 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 4.245738 | 1.367711 | 0.596968 | 2.537947 | 1.949586 | 4.245738 | 3.761945 | 0.868191 | 3.775882 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 1.754058 | 1.092100 | 0.774137 | 1.509506 | 1.141775 | 1.348101 | 1.029652 | 1.122988 | 1.754058 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 3.760340 | 0.706394 | 0.281804 | 1.922808 | 1.381516 | 3.760340 | 3.232070 | 1.075290 | 1.300594 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 2.776891 | 1.818580 | 1.152392 | 0.794235 | 0.480746 | -0.719210 | 2.776891 | -0.532942 | -0.523652 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | Not Found | nn Temporal Discontinuties | 782.472930 | 65.164942 | 48.229581 | 61.072594 | 52.507382 | 135.570937 | 116.104720 | 782.472930 | 687.730742 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 1689.221753 | 102.772205 | 37.908459 | 85.534236 | 60.111531 | 118.136959 | 60.213497 | 1689.221753 | 710.595690 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Discontinuties | 1661.219368 | 29.070760 | 47.815617 | 40.551316 | 44.480917 | 93.051834 | 78.175401 | 1661.219368 | 1475.584126 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Discontinuties | 1107.142620 | 54.139764 | 118.191697 | 254.528802 | 257.350576 | 39.887523 | 40.082001 | 1107.142620 | 896.382751 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 1747.515332 | 33.087299 | 42.291100 | 66.052124 | 84.745197 | 310.177741 | 449.727158 | 1535.678795 | 1747.515332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 1124.058382 | 92.899191 | 60.560218 | 77.537533 | 70.466959 | 451.210385 | 430.939136 | 1124.058382 | 1081.763245 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 3.771172 | 3.341332 | 2.961601 | 3.259690 | 3.071611 | -0.663549 | 3.771172 | -0.354801 | -0.184555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 5.996401 | 1.356145 | 0.331501 | 5.002467 | 4.021388 | 2.161737 | 5.996401 | 1.863084 | 2.494269 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 1.393760 | 0.400365 | 0.517953 | 1.075178 | 1.046351 | 1.393760 | 1.239891 | 1.071024 | 0.709340 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Shape | 2.281524 | 1.647030 | 2.281524 | 0.669305 | 0.849747 | 1.869692 | -0.858636 | -0.278285 | -0.422081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Shape | 1.914272 | 1.234468 | 1.914272 | 0.365535 | 0.725424 | 0.683754 | 0.938781 | -0.410359 | -0.328072 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Shape | 2.700617 | 1.994300 | 2.700617 | 0.720327 | 0.847606 | 1.665189 | 0.634671 | 0.211039 | -0.492407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 7.408576 | 0.349021 | 1.076492 | 2.781850 | 2.913800 | 5.924150 | 7.408576 | 1.949173 | 1.486916 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Shape | 2.047748 | 2.047748 | 1.451518 | 0.729207 | 0.428069 | 0.519539 | 0.590573 | -0.425895 | -0.352175 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 1.858720 | 1.098094 | 1.640987 | 0.356222 | 0.643575 | 1.858720 | -0.497353 | 0.098771 | -0.491317 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 2.467931 | 1.708656 | 2.174917 | 0.733452 | 0.981621 | 2.467931 | -0.919930 | -0.103333 | -0.267139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Shape | 1.823742 | 1.268715 | 1.823742 | 0.437283 | 0.558831 | 0.109971 | -0.657758 | -0.559425 | -0.523786 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Power | 3.662530 | 1.607120 | 1.189240 | 3.662530 | 2.992381 | 3.594751 | 2.915750 | 2.634963 | 2.928314 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 3.285252 | 1.679388 | 1.144815 | 0.953768 | 0.699300 | -0.927475 | 3.285252 | -0.749946 | -0.569817 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 2.794419 | 1.265433 | 1.682301 | 0.407585 | 0.494096 | 2.794419 | -1.110749 | -0.383704 | -0.506397 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Shape | 1.900803 | 1.900803 | 1.521048 | 0.849042 | 0.771052 | -0.642071 | 1.632907 | -0.689005 | -0.059326 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 3.525676 | 1.845928 | 1.409739 | 0.685675 | 0.540894 | -0.233374 | 3.525676 | -0.644109 | 0.055785 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 3.582053 | 1.082975 | 0.816657 | 3.099284 | 2.963948 | 3.263247 | 3.582053 | 2.580486 | 2.260676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Shape | 2.396394 | 1.777742 | 2.396394 | 0.821330 | 1.085804 | 1.870289 | 0.888400 | 0.134304 | -0.582260 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 5.238960 | 1.125582 | 1.523840 | 3.595438 | 4.433369 | 4.598635 | 5.238960 | 0.751491 | 0.612859 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Discontinuties | 4.613559 | -1.097448 | -0.736200 | -0.261816 | -0.010669 | 2.139131 | 2.652879 | 3.236355 | 4.613559 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 1.647522 | -1.165410 | -1.277053 | -0.605334 | -0.136524 | 1.647522 | 0.150798 | -0.492866 | -0.650900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 4.281324 | 1.223882 | 1.048221 | 3.421205 | 3.666068 | 4.013995 | 3.881549 | 3.944957 | 4.281324 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Shape | 0.144006 | 0.144006 | -0.285883 | -0.600994 | -0.127498 | -1.409724 | -1.319791 | -0.201855 | -0.272065 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 0.114041 | -1.005064 | -1.310247 | -0.627733 | -0.194372 | -0.437093 | 0.114041 | -0.611929 | -0.561749 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 2.069799 | 1.397620 | 1.945649 | 1.457827 | 1.989317 | 2.069799 | -0.024861 | -0.136292 | -0.501879 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 3.470549 | 0.751298 | -0.331155 | 3.305260 | 3.100410 | 1.558296 | 3.470549 | 1.292488 | 1.535542 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Variability | 3.555484 | -0.122195 | 0.845421 | 1.792932 | 1.998604 | 3.555484 | 0.454024 | 1.087436 | 1.061842 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Discontinuties | 14955.153213 | 4678.421764 | 4678.421764 | 4356.617150 | 4356.617150 | 3030.793768 | 3030.793768 | 14955.153213 | 14955.153213 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | nn Temporal Discontinuties | 3292.386944 | 847.265339 | 847.265339 | 759.875195 | 759.875195 | 825.738871 | 825.738871 | 3292.386944 | 3292.386944 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Discontinuties | 2229.304599 | 738.351918 | 738.351918 | 727.192407 | 727.192407 | 677.374559 | 677.374559 | 2229.304599 | 2229.304599 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | N10 | RF_maintenance | ee Temporal Variability | 2.425613 | 1.066742 | 1.283610 | 1.472361 | 1.540283 | 2.163016 | 2.425613 | 0.316383 | 0.071415 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Discontinuties | 5.152598 | 0.267906 | -0.139329 | 3.295061 | 3.465221 | 2.804190 | 3.576195 | 4.913326 | 5.152598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Temporal Variability | 2.154197 | -0.744309 | -0.711029 | 1.900508 | 1.605852 | 2.154197 | 2.007919 | 1.468094 | 1.682005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Power | 3.677936 | 0.624898 | -0.197745 | 3.677936 | 3.393294 | -1.370948 | 1.620975 | 1.777861 | 2.639930 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Power | 4.714080 | 0.583360 | -0.002070 | 4.714080 | 3.712920 | 1.496118 | 2.165160 | 1.933127 | 3.030033 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 6.383808 | 1.102495 | 0.087754 | 3.545486 | 2.752246 | 4.984070 | 6.383808 | 2.315301 | 1.817527 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 21.373638 | -0.193334 | 0.485182 | 2.873527 | 3.096892 | 21.373638 | 3.041366 | 3.437476 | 3.263617 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 3.053271 | -0.539645 | 0.589168 | 1.855314 | 2.663245 | 3.053271 | -1.231416 | -0.475153 | -0.226005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 3.552863 | -0.206659 | 0.864007 | 1.676079 | 2.304593 | 3.552863 | -1.246750 | -0.448763 | -0.314982 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 4.173488 | 0.153668 | 1.033522 | 3.568864 | 3.585399 | 4.173488 | -0.165177 | 1.806343 | 0.915443 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 4.868141 | 1.044237 | 0.108341 | 2.370301 | 2.190740 | 0.099231 | 4.868141 | 0.543934 | 1.336417 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 3.505764 | -0.218322 | 0.952778 | 2.309862 | 2.339588 | 3.505764 | -0.379974 | 0.976580 | 0.347235 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Temporal Variability | 5.680895 | 1.588192 | 0.817429 | 3.020169 | 2.523208 | 5.680895 | 4.976282 | 0.779955 | 2.141539 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Power | 3.139635 | -0.049402 | 0.649441 | 3.139635 | 3.006243 | 2.044429 | -0.990588 | 0.035238 | -0.233031 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 5.356568 | 0.480812 | 1.170770 | 2.222930 | 2.777529 | 5.356568 | 5.007110 | 1.596179 | 1.382723 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Power | 1.758226 | 0.064778 | 0.165262 | 1.032011 | 1.758226 | 1.003465 | 0.190565 | -0.146279 | -0.780132 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Temporal Variability | 5.938477 | 0.848496 | 0.534464 | 3.070787 | 3.009848 | 5.938477 | 5.039724 | 2.410023 | 3.246868 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Power | 3.173426 | 0.617564 | -0.022464 | 3.173426 | 2.498945 | 2.906697 | 2.660983 | 1.449247 | 2.118618 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Shape | 0.641348 | -0.019065 | 0.641348 | -0.832686 | -0.063533 | -0.423387 | -0.820572 | -1.464019 | -1.443089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Temporal Variability | 10.173569 | 1.284896 | 1.918511 | 5.392147 | 6.508466 | 7.049728 | 10.173569 | 1.620140 | 1.374095 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 5.104662 | -0.288584 | -0.083439 | 0.984688 | 0.560878 | -0.913834 | 5.104662 | -0.442073 | 0.100545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Power | 3.685162 | 0.988925 | 1.232635 | 3.201771 | 3.685162 | 3.233510 | 3.044431 | 0.938568 | 0.685290 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Temporal Variability | 4.638363 | 0.798734 | 0.298302 | 3.792839 | 3.272863 | 4.638363 | 3.951265 | 0.078477 | 0.609126 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Temporal Variability | 4.285914 | 0.489471 | 0.864184 | 2.472259 | 2.592027 | 3.263398 | 4.285914 | 2.151566 | 2.444374 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Temporal Variability | 3.659799 | 0.303439 | 1.109637 | 2.774372 | 3.242951 | 2.984376 | 3.659799 | 0.595741 | 1.630996 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 3.143233 | 0.267553 | 0.650523 | 1.437598 | 1.656365 | 3.143233 | 3.070844 | 1.256142 | 2.128742 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | nn Temporal Variability | 1.595281 | 0.458436 | 0.278889 | 1.455733 | 0.923768 | -0.444997 | 1.595281 | -1.189922 | -0.902124 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Temporal Variability | 2.665895 | 0.080574 | 0.654104 | 1.291284 | 1.192130 | 2.657850 | 2.665895 | -0.143767 | 0.359187 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Temporal Variability | 13.543323 | 1.745247 | 0.852863 | 3.126757 | 2.917439 | 13.543323 | 3.300077 | 1.102894 | 0.092249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127 | 10 | RF_maintenance | ee Power | 3.220857 | 0.777392 | 0.028486 | 3.220857 | 2.897364 | 3.088877 | 1.139841 | 2.661813 | 2.736734 |